Predictive Analytics using MATLAB(R) for Biomedical Applications

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L. Ashok Kumar, PhD (Principal Thiagarajar College of Engineering Madurai , India)

Predictive Analytics using MATLAB

R for Biomedical Applications

L. Ashok Kumar, PhD (Principal Thiagarajar College of Engineering Madurai , India)

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English

Academic Press Inc
26 September 2024

Biomedical engineering; Biotechnology; Mathematical & statistical software

Predictive Analytics using MATLAB(R) for Biomedical Applications is a comprehensive and practical guide for biomedical engineers, data scientists, and researchers on how to use predictive analytics techniques in MATLAB(R) for solving real-world biomedical problems. The book offers a technical overview of various predictive analytics methods and covers the utilization of MATLAB(R) for implementing these techniques. It includes several case studies that demonstrate how predictive analytics can be applied to real-world biomedical problems, such as predicting disease progression, analyzing medical imaging data, and optimizing treatment outcomes.

With a plethora of examples and exercises, this book is the ultimate tool for reinforcing one’s knowledge and skills.

By: L. Ashok Kumar PhD (Principal Thiagarajar College of Engineering Madurai India)
Imprint: Academic Press Inc
Country of Publication: United States
Dimensions: Height: 235mm, Width: 191mm,
Weight: 450g
ISBN: 9780443298882
ISBN 10: 0443298882
Pages: 480
Publication Date: 26 September 2024
Audience: Professional and scholarly , College/higher education , Undergraduate , Further / Higher Education
Format: Paperback
Publisher's Status: Active

1. Introduction to the art of predictive analysis 2. Prognostic insights: predictive analytics in nephrological diseases 3. Harnessing predictive analytics for cardiovascular diseases 4. Predictive analytics in breast cancer prognosis 5. Predicting Parkinson’s: analyzing patterns with data and analytics 6. Predictive analytics for diabetes mellitus: illuminating glucose horizons 7. From data to diagnosis: predictive analytics in liver ailments 8. Predictive analytics in Alzheimer’s disease: pioneering memory projection 9. Prostate cancer prognostication: insights from predictive analytics 10. Leveraging predictive analytics for asthma management 11. Predictive analytics for brain tumor detection and prognosis 12. A comprehensive overview of predictive analytics in biomedical applications

Professor Ashok Kumar is Principal at Thiagarajar College of Engineering, Madurai, India. His current research focuses on integration of renewable energy systems in the smart grid, biomedical applications, and wearable electronics. He has three years of industrial experience and 24 years of academic and research experience. He is also the author of several books and technical papers in national and international journals.